Spaces:
Sleeping
Sleeping
File size: 22,461 Bytes
cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d 3d58904 cb1153d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 |
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd \n",
"import requests \n",
"import datetime as dt\n",
"import re\n",
"import json\n",
"from tqdm import tqdm\n",
"import os\n",
"\n",
"from openai import OpenAI"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### SciencesPoC extract"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv('extract_sciences_po.csv')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Unnamed: 0</th>\n",
" <th>item_id</th>\n",
" <th>date_published</th>\n",
" <th>url</th>\n",
" <th>titre</th>\n",
" <th>description</th>\n",
" <th>type</th>\n",
" <th>author</th>\n",
" <th>section</th>\n",
" <th>subhead</th>\n",
" <th>premium</th>\n",
" <th>image_url</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>I4OEKQ6MHRBP3LQVVYDDXW6T6U</td>\n",
" <td>2024-10-07 15:33:34</td>\n",
" <td>https://www.liberation.fr/societe/familles/a-m...</td>\n",
" <td>Centre de loisirs à Marseille : sept plaintes ...</td>\n",
" <td>Une enquête pour violences sur mineurs et diff...</td>\n",
" <td>article</td>\n",
" <td>Caroline Delabroy</td>\n",
" <td>Familles</td>\n",
" <td>Justice</td>\n",
" <td>True</td>\n",
" <td>https://www.liberation.fr/resizer/E6tv2-_N7qhg...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>LVA4MZBQOBECNPZD323NV6O7K4</td>\n",
" <td>2024-10-09 14:53:55</td>\n",
" <td>https://www.liberation.fr/sports/jeux-olympiqu...</td>\n",
" <td>JO de Paris 2024 : pour la santé mentale des a...</td>\n",
" <td>Avec la libération de la parole sur la santé m...</td>\n",
" <td>article</td>\n",
" <td>Marie Thimonnier</td>\n",
" <td>Jeux olympiques et paralympiques</td>\n",
" <td>Ecriture</td>\n",
" <td>True</td>\n",
" <td>https://www.liberation.fr/resizer/uAqwfrqGpk93...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>4FAEHUUZ5ZFAJKLFEV2LT5CBAQ</td>\n",
" <td>2024-10-10 15:49:02</td>\n",
" <td>https://www.liberation.fr/international/afriqu...</td>\n",
" <td>Au Burkina Faso, la conscription pour «punir d...</td>\n",
" <td>Au moins sept magistrats ont été réquisitionné...</td>\n",
" <td>article</td>\n",
" <td>Agnès Faivre</td>\n",
" <td>Afrique</td>\n",
" <td>Répression</td>\n",
" <td>False</td>\n",
" <td>https://www.liberation.fr/resizer/_A-QaSGPPcHu...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3</td>\n",
" <td>4S4G6BKFRNER3LB22CLPAEWWKY</td>\n",
" <td>2024-10-11 15:28:25</td>\n",
" <td>https://www.liberation.fr/economie/social/ferm...</td>\n",
" <td>Fermeture de l’usine automobile MA France : «O...</td>\n",
" <td>Le 13 mai, l’entreprise sous-traitante de Stel...</td>\n",
" <td>article</td>\n",
" <td>Eléna Roney</td>\n",
" <td>Social</td>\n",
" <td>Lutte sociale</td>\n",
" <td>True</td>\n",
" <td>https://www.liberation.fr/resizer/6hlzuHlwTJFQ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>ZAFHRNAHJVC6THXRSBMCB4A24I</td>\n",
" <td>2024-10-09 10:55:05</td>\n",
" <td>https://www.liberation.fr/lifestyle/design/pre...</td>\n",
" <td>Près de Rouen, jardiner dans «un jeu subtil av...</td>\n",
" <td>Imaginé par Patrick et Sylvie Quibel il y a tr...</td>\n",
" <td>article</td>\n",
" <td>['Florian Bardou, envoyé spécial à Rouen', 'ph...</td>\n",
" <td>Design</td>\n",
" <td>Reportage</td>\n",
" <td>True</td>\n",
" <td>https://www.liberation.fr/resizer/goppJdUChU09...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>511</th>\n",
" <td>516</td>\n",
" <td>AOT254SA2VDIDNF4YW7XPLWJ5E</td>\n",
" <td>2024-10-12 15:46:00</td>\n",
" <td>https://www.liberation.fr/culture/musique/char...</td>\n",
" <td>Charlie Dalin : «Mon oncle était le chanteur d...</td>\n",
" <td>Charlie Dalin, skipper qui s’apprête à embarqu...</td>\n",
" <td>article</td>\n",
" <td>Alexis Bernier</td>\n",
" <td>Musique</td>\n",
" <td>Casque t'écoutes?</td>\n",
" <td>False</td>\n",
" <td>https://www.liberation.fr/resizer/Oum9ZxntR4pt...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>512</th>\n",
" <td>517</td>\n",
" <td>GUOUKHLPFZBK7GVR5XU7MXVD5A</td>\n",
" <td>2024-10-12 16:32:37</td>\n",
" <td>https://www.liberation.fr/societe/droits-des-f...</td>\n",
" <td>Violences sexuelles : à la recherche de «co-vi...</td>\n",
" <td>Avec un système de «matchs», le site Coabuse r...</td>\n",
" <td>article</td>\n",
" <td>Hélène Coutard</td>\n",
" <td>Droits des femmes</td>\n",
" <td>«Match»</td>\n",
" <td>True</td>\n",
" <td>https://www.liberation.fr/resizer/F5PeR7sIedRA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>513</th>\n",
" <td>518</td>\n",
" <td>5HT6C24ZBVDOBFXPLA4HNVOTT4</td>\n",
" <td>2024-10-12 16:33:57</td>\n",
" <td>https://www.liberation.fr/environnement/agricu...</td>\n",
" <td>«Plus ils habitent près des champs, plus les t...</td>\n",
" <td>Des traces de pesticides, dont certains interd...</td>\n",
" <td>article</td>\n",
" <td>[' LIBERATION', ' AFP']</td>\n",
" <td>Agriculture</td>\n",
" <td>Contamination</td>\n",
" <td>False</td>\n",
" <td>https://www.liberation.fr/resizer/VzMm-X_AuAhQ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>514</th>\n",
" <td>519</td>\n",
" <td>VLV6RSQ6U5E6XJ6AIRV26AEKO4</td>\n",
" <td>2024-10-12 16:43:33</td>\n",
" <td>https://www.liberation.fr/economie/annonces-de...</td>\n",
" <td>Annonces de la Chine contre la crise économiqu...</td>\n",
" <td>Face aux problèmes structurels de l’économie, ...</td>\n",
" <td>article</td>\n",
" <td>Arnaud Vaulerin</td>\n",
" <td>Economie</td>\n",
" <td>Analyse</td>\n",
" <td>True</td>\n",
" <td>https://www.liberation.fr/resizer/ZKreJUwCgQPk...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>515</th>\n",
" <td>520</td>\n",
" <td>FVCJ6DQ5HVDNDGC4F6F276NVFM</td>\n",
" <td>2024-10-12 16:53:20</td>\n",
" <td>https://www.liberation.fr/economie/medias/budg...</td>\n",
" <td>Budget 2025 : les radios associatives dénoncen...</td>\n",
" <td>Les radios associatives se sont alarmées vendr...</td>\n",
" <td>article</td>\n",
" <td>[' LIBERATION', ' AFP']</td>\n",
" <td>Médias</td>\n",
" <td>Mauvaises ondes</td>\n",
" <td>False</td>\n",
" <td>https://www.liberation.fr/resizer/KVsBqITY61oN...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>516 rows × 12 columns</p>\n",
"</div>"
],
"text/plain": [
" Unnamed: 0 item_id date_published \\\n",
"0 0 I4OEKQ6MHRBP3LQVVYDDXW6T6U 2024-10-07 15:33:34 \n",
"1 1 LVA4MZBQOBECNPZD323NV6O7K4 2024-10-09 14:53:55 \n",
"2 2 4FAEHUUZ5ZFAJKLFEV2LT5CBAQ 2024-10-10 15:49:02 \n",
"3 3 4S4G6BKFRNER3LB22CLPAEWWKY 2024-10-11 15:28:25 \n",
"4 4 ZAFHRNAHJVC6THXRSBMCB4A24I 2024-10-09 10:55:05 \n",
".. ... ... ... \n",
"511 516 AOT254SA2VDIDNF4YW7XPLWJ5E 2024-10-12 15:46:00 \n",
"512 517 GUOUKHLPFZBK7GVR5XU7MXVD5A 2024-10-12 16:32:37 \n",
"513 518 5HT6C24ZBVDOBFXPLA4HNVOTT4 2024-10-12 16:33:57 \n",
"514 519 VLV6RSQ6U5E6XJ6AIRV26AEKO4 2024-10-12 16:43:33 \n",
"515 520 FVCJ6DQ5HVDNDGC4F6F276NVFM 2024-10-12 16:53:20 \n",
"\n",
" url \\\n",
"0 https://www.liberation.fr/societe/familles/a-m... \n",
"1 https://www.liberation.fr/sports/jeux-olympiqu... \n",
"2 https://www.liberation.fr/international/afriqu... \n",
"3 https://www.liberation.fr/economie/social/ferm... \n",
"4 https://www.liberation.fr/lifestyle/design/pre... \n",
".. ... \n",
"511 https://www.liberation.fr/culture/musique/char... \n",
"512 https://www.liberation.fr/societe/droits-des-f... \n",
"513 https://www.liberation.fr/environnement/agricu... \n",
"514 https://www.liberation.fr/economie/annonces-de... \n",
"515 https://www.liberation.fr/economie/medias/budg... \n",
"\n",
" titre \\\n",
"0 Centre de loisirs à Marseille : sept plaintes ... \n",
"1 JO de Paris 2024 : pour la santé mentale des a... \n",
"2 Au Burkina Faso, la conscription pour «punir d... \n",
"3 Fermeture de l’usine automobile MA France : «O... \n",
"4 Près de Rouen, jardiner dans «un jeu subtil av... \n",
".. ... \n",
"511 Charlie Dalin : «Mon oncle était le chanteur d... \n",
"512 Violences sexuelles : à la recherche de «co-vi... \n",
"513 «Plus ils habitent près des champs, plus les t... \n",
"514 Annonces de la Chine contre la crise économiqu... \n",
"515 Budget 2025 : les radios associatives dénoncen... \n",
"\n",
" description type \\\n",
"0 Une enquête pour violences sur mineurs et diff... article \n",
"1 Avec la libération de la parole sur la santé m... article \n",
"2 Au moins sept magistrats ont été réquisitionné... article \n",
"3 Le 13 mai, l’entreprise sous-traitante de Stel... article \n",
"4 Imaginé par Patrick et Sylvie Quibel il y a tr... article \n",
".. ... ... \n",
"511 Charlie Dalin, skipper qui s’apprête à embarqu... article \n",
"512 Avec un système de «matchs», le site Coabuse r... article \n",
"513 Des traces de pesticides, dont certains interd... article \n",
"514 Face aux problèmes structurels de l’économie, ... article \n",
"515 Les radios associatives se sont alarmées vendr... article \n",
"\n",
" author \\\n",
"0 Caroline Delabroy \n",
"1 Marie Thimonnier \n",
"2 Agnès Faivre \n",
"3 Eléna Roney \n",
"4 ['Florian Bardou, envoyé spécial à Rouen', 'ph... \n",
".. ... \n",
"511 Alexis Bernier \n",
"512 Hélène Coutard \n",
"513 [' LIBERATION', ' AFP'] \n",
"514 Arnaud Vaulerin \n",
"515 [' LIBERATION', ' AFP'] \n",
"\n",
" section subhead premium \\\n",
"0 Familles Justice True \n",
"1 Jeux olympiques et paralympiques Ecriture True \n",
"2 Afrique Répression False \n",
"3 Social Lutte sociale True \n",
"4 Design Reportage True \n",
".. ... ... ... \n",
"511 Musique Casque t'écoutes? False \n",
"512 Droits des femmes «Match» True \n",
"513 Agriculture Contamination False \n",
"514 Economie Analyse True \n",
"515 Médias Mauvaises ondes False \n",
"\n",
" image_url \n",
"0 https://www.liberation.fr/resizer/E6tv2-_N7qhg... \n",
"1 https://www.liberation.fr/resizer/uAqwfrqGpk93... \n",
"2 https://www.liberation.fr/resizer/_A-QaSGPPcHu... \n",
"3 https://www.liberation.fr/resizer/6hlzuHlwTJFQ... \n",
"4 https://www.liberation.fr/resizer/goppJdUChU09... \n",
".. ... \n",
"511 https://www.liberation.fr/resizer/Oum9ZxntR4pt... \n",
"512 https://www.liberation.fr/resizer/F5PeR7sIedRA... \n",
"513 https://www.liberation.fr/resizer/VzMm-X_AuAhQ... \n",
"514 https://www.liberation.fr/resizer/ZKreJUwCgQPk... \n",
"515 https://www.liberation.fr/resizer/KVsBqITY61oN... \n",
"\n",
"[516 rows x 12 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Connect to Deepseek endpoint"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"save_path = 'save'\n",
"content_path = 'extract_sciences_po'\n",
"\n",
"\n",
"def retrieve_classifications(name, mapping_prompt):\n",
"\n",
"\n",
" if os.path.exists(f\"{save_path}/output_{name}.txt\"):\n",
" with open(f\"{save_path}/output_{name}.txt\", 'r') as f : \n",
" out_dict = json.loads(f.read())\n",
" out_df = pd.DataFrame.from_dict(out_dict)\n",
" out = out_dict\n",
" else : \n",
" out_df = pd.DataFrame(columns = ['item_id', 'categorie_principale', 'categorie_secondaire'])\n",
" out = []\n",
"\n",
" df_to_process = df.loc[~df.item_id.isin(out_df.item_id)]\n",
"\n",
" if mapping_prompt[name]['client']=='deepseek':\n",
" client = OpenAI(api_key=os.environ[\"DEEPSEEK_API_KEY\"], base_url=\"https://api.deepseek.com\")\n",
" else:\n",
" client=OpenAI()\n",
"\n",
" df_to_process = df.loc[~df.item_id.isin(out_df.item_id)]\n",
"\n",
"\n",
" with open(mapping_prompt[name]['path_prompt'], 'r') as f:\n",
" prompt = f.read()\n",
"\n",
" with tqdm(total=df_to_process.shape[0]) as pbar:\n",
" for i, row in df_to_process.iterrows():\n",
" titre_brut = f\"{row.item_id}_\"+row.titre.lower().strip().replace(f\"\\xa0\", ' ').replace(' : ', ':').replace(' ', '_').replace('/', '')\n",
" \n",
" with open(f'{content_path}/{titre_brut}.txt', 'r') as f:\n",
" text = f.read()\n",
"\n",
" messages = [{\"role\": \"system\", \"content\": prompt},\n",
" {\"role\": \"user\", \"content\": text}]\n",
"\n",
" response = client.chat.completions.create(\n",
" model=\"deepseek-chat\",\n",
" messages=messages,\n",
" response_format={\n",
" 'type': 'json_object'\n",
" }\n",
" )\n",
" try : \n",
" cat_json = json.loads(response.choices[0].message.content)\n",
"\n",
" out.append({\n",
" 'item_id':row.item_id, \n",
" 'categorie_principale': cat_json['categorie_principale'],\n",
" 'categorie_secondaire': cat_json['categorie_secondaire'],\n",
" })\n",
" \n",
" with open(f'{save_path}/output_{name}.txt', 'w+') as f : \n",
" f.write(json.dumps(out))\n",
"\n",
" except Exception as e : \n",
" print(f'Error with article {row.item_id}')\n",
" pass\n",
"\n",
" \n",
" pbar.update(1)\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"ename": "KeyError",
"evalue": "'DEEPSEEK_API_KEY'",
"output_type": "error",
"traceback": [
"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
"\u001b[31mKeyError\u001b[39m Traceback (most recent call last)",
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[5]\u001b[39m\u001b[32m, line 3\u001b[39m\n\u001b[32m 1\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(\u001b[33m'\u001b[39m\u001b[33mmapping_prompts.txt\u001b[39m\u001b[33m'\u001b[39m, \u001b[33m'\u001b[39m\u001b[33mr\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f : \n\u001b[32m 2\u001b[39m mapping = json.loads(f.read())\n\u001b[32m----> \u001b[39m\u001b[32m3\u001b[39m \u001b[43mretrieve_classifications\u001b[49m\u001b[43m(\u001b[49m\u001b[33;43m'\u001b[39;49m\u001b[33;43msans_titre_1\u001b[39;49m\u001b[33;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmapping\u001b[49m\u001b[43m)\u001b[49m\n",
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[4]\u001b[39m\u001b[32m, line 20\u001b[39m, in \u001b[36mretrieve_classifications\u001b[39m\u001b[34m(name, mapping_prompt)\u001b[39m\n\u001b[32m 17\u001b[39m df_to_process = df.loc[~df.item_id.isin(out_df.item_id)]\n\u001b[32m 19\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m mapping_prompt[name][\u001b[33m'\u001b[39m\u001b[33mclient\u001b[39m\u001b[33m'\u001b[39m]==\u001b[33m'\u001b[39m\u001b[33mdeepseek\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m---> \u001b[39m\u001b[32m20\u001b[39m client = OpenAI(api_key=\u001b[43mos\u001b[49m\u001b[43m.\u001b[49m\u001b[43menviron\u001b[49m\u001b[43m[\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mDEEPSEEK_API_KEY\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m]\u001b[49m, base_url=\u001b[33m\"\u001b[39m\u001b[33mhttps://api.deepseek.com\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 21\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 22\u001b[39m client=OpenAI()\n",
"\u001b[36mFile \u001b[39m\u001b[32m<frozen os>:679\u001b[39m, in \u001b[36m__getitem__\u001b[39m\u001b[34m(self, key)\u001b[39m\n",
"\u001b[31mKeyError\u001b[39m: 'DEEPSEEK_API_KEY'"
]
}
],
"source": [
"with open('mapping_prompts.txt', 'r') as f : \n",
" mapping = json.loads(f.read())\n",
"retrieve_classifications('sans_titre_1', mapping)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Ajouter images"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": ".venv",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.11"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
|